4 citations · 7 across the 3 of their papers we have counts for
3 papers
stat.ML2015★ 4 cited
Convex Factorization Machine for Regression
Makoto Yamada, Wenzhao Lian, Amit Goyal +6
We propose the convex factorization machine (CFM), which is a convex variant of the widely used Factorization Machines (FMs). Specifically, we employ a linear+quadratic model and r…
cs.LG2013★ 3 cited
Optimal Stochastic Strongly Convex Optimization with a Logarithmic Number of Projections
Jianhui Chen, Tianbao Yang, Qihang Lin +2
We consider stochastic strongly convex optimization with a complex inequality constraint. This complex inequality constraint may lead to computationally expensive projections in al…
cs.LG2012
Sparse Trace Norm Regularization
Jianhui Chen, Jieping Ye
We study the problem of estimating multiple predictive functions from a dictionary of basis functions in the nonparametric regression setting. Our estimation scheme assumes that ea…